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VC Intelligence Report

lium.Ai

AI Tools — Lium is an AI platform designed for scientists, analysts, and domain experts to simplify complex…
AI ToolsWeak defense · data moat (weak)saasest. 2026
● Verified live
Verdict from HTTP liveness real
last probed Aug 24, 2026
Pulse 41.8 · 2/4
41.8
Pulse Index
2/4 families · real
0.0
30-day Δ
pulse momentum · real
22
HTTP probes
liveness history · real
10
Functional tags
observed attributes · real
Risk read derived from observed signals

Verified live by HTTP probe across 22 observations. Pulse has been flat over the last 30 days.

HTTP liveness

real
22 probes · Jun 12, 2026Aug 24, 2026aliveredirecteddeadunverified

Signal telemetry

4 families · 2 observed · observed only
Liveness probereal
alive in 100% of 22 probesavg response 964 ms
Developer tractionchecked · none
No public repository linked — GitHub signals are not tracked for this product.
Press & sentimentchecked · none
No coverage found in the tracked press corpus. Absence of press is itself a signal at this stage.
Web footprintreal
resolved host
app.lium.ai
edge
direct origin
server
not reported
Tranco rank
#1,983,570
Domain age & certificate data not yet collected

Analyst read

generated from the observed metrics above · no external narrative

lium.Ai's listed site resolved live when we last probed it on Aug 24, 2026, so we mark it verified alive. Its Pulse Index is 41.8 of 100, built from 2 of 4 observed signal families. Observed footprint: 10 functional tags. It has no curated competitive-alternative edges yet, so the comparable set below is functional tag-similarity — read it with the confidence flags.

Comparable set

curated alternatives → functional tag-similarity
CompanyBasisOverlapPulse30d ΔStatus
Claude Scienceai-toolssimilar80%25.90.0→ redirected
Bayes Impactanalyticstag-overlap70%41.4+9.6● live
Lenifinancetag-overlap70%40.80.0● live
Miraai-toolssimilar67%42.3+7.2● live
Agent Mode on Arenaai-toolssimilar67%49.20.0● live
Nemotron 3 Ultra by NVIDIAai-toolssimilar67%40.00.0● live
CrowdSnapai-toolssimilar64%40.00.0● live
ChikitAIai-toolssimilar64%9.4-27.5— unverified

Confidence reflects source and category coherence: curated = an editorially linked alternative; similar = strong functional tag-overlap in the same category; tag-overlap = shared tags only and may be noisy. Overlap is the shared functional-tag ratio (Jaccard) for tag-matched rows. Pulse is the observed-activity index real and 30d Δ its signed month change; a dash means insufficient observed history, never zero.

Structure

observed attributes
Business modelsaas
Liveness tierquiet
Competitive alternativesnone linked
Open sourceNo
Public APINo
Free tierNo
Enterprise tierNo

Funding & team

not in source

No disclosed funding in our sources. Funding data covers only ~1% of the corpus (462 rounds across 79K products), so absence here is unknown, not zero— we don't estimate a number we can't source.

RAW TELEMETRY last 14 probes
PROBEDHTTPORIGIN → RESOLVEDSERVERMSVERDICT
2026-08-24 13:14Z200app.lium.ai488alive
2026-08-13 13:45Z200app.lium.ai225alive
2026-08-09 18:54Z200app.lium.ai179alive
2026-08-08 03:56Z200app.lium.ai683alive
2026-07-30 20:11Z200app.lium.ai1090alive
2026-07-26 16:52Z200app.lium.ai1058alive
2026-07-18 13:36Z200app.lium.ai1691alive
2026-07-13 13:24Z200app.lium.ai224alive
2026-07-04 15:30Z200app.lium.ai1573alive
2026-07-03 00:08Z200app.lium.ai2515alive
2026-06-28 12:48Z200app.lium.ai1638alive
2026-06-24 13:18Z200app.lium.ai1242alive
2026-06-23 12:47Z200app.lium.ai469alive
2026-06-22 12:46Z200app.lium.ai425alive
Full redirect chains, response headers, and DNS records are not captured by the current probe.
Launch Sentinel tear sheet · lium.Ai · as of 2026-08-28 · launchsentinel.com/reports/lium-ai · liveness, pulse and press figures are observed data with provenance shown per panel.